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Paper Abstract and Keywords
Presentation 2004-07-16 11:15
Static Image Based Human Pose Recovery by Optimal Candidate Decision
Hui Cao, Noboru Ohnishi (Nagoya Univ.), Toshimitsu Tanaka, Noboru Sugie (Meijo Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) We proposed a new approach to recovering human pose from a static image via optimal candidate pose decision. It includes two steps: generating candidate poses and deciding the most probable one. For a given image input, a set of candidate poses are generated by a combination algorithm - selecting seeds out of training data set that are close to image input,
and following with exhaustive combinations of pose parts of selected seeds. The most probable pose is then selected from the candidate poses depending on a joint-data subspace based decision model, where the joint-data subspace characterizes the correlation of image and pose. The embedded combination ability can not only augment the candidate poses but also avoid generating nonexistent poses that are usually occurred when using inference method. The experiments results including synthetic and real images show good performances achieved by the proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) Human pose estimation / bayesian decision / parts combination / weighted subspace / / / /  
Reference Info. IEICE Tech. Rep., vol. 104, no. 192, IE2004-28, pp. 19-24, July 2004.
Paper # IE2004-28 
Date of Issue 2004-07-09 (IE, PRMU, MVE) 
ISSN Print edition: ISSN 0913-5685
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Conference Information
Committee IE MVE PRMU  
Conference Date 2004-07-15 - 2004-07-16 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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Paper Information
Registration To IE 
Conference Code 2004-07-IE-MVE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Static Image Based Human Pose Recovery by Optimal Candidate Decision 
Sub Title (in English)  
Keyword(1) Human pose estimation  
Keyword(2) bayesian decision  
Keyword(3) parts combination  
Keyword(4) weighted subspace  
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1st Author's Name Hui Cao  
1st Author's Affiliation Nagoya University (Nagoya Univ.)
2nd Author's Name Noboru Ohnishi  
2nd Author's Affiliation Nagoya University (Nagoya Univ.)
3rd Author's Name Toshimitsu Tanaka  
3rd Author's Affiliation Meijo University (Meijo Univ.)
4th Author's Name Noboru Sugie  
4th Author's Affiliation Meijo University (Meijo Univ.)
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Speaker Author-1 
Date Time 2004-07-16 11:15:00 
Presentation Time 30 minutes 
Registration for IE 
Paper # IE2004-28, PRMU2004-52, MVE2004-29 
Volume (vol) vol.104 
Number (no) no.192(IE), no.194(PRMU), no.196(MVE) 
Page pp.19-24 
#Pages
Date of Issue 2004-07-09 (IE, PRMU, MVE) 


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